scholarly journals Causal Structure Learning Algorithm Based on Partial Rank Correlation under Additive Noise Model

2022 ◽  
pp. 1-40
Author(s):  
Jing Yang ◽  
Liufeng Jiang ◽  
Kai Xie ◽  
Qiqi Chen ◽  
Aiguo Wang
Keyword(s):  
Additive Noise ◽  
Structure Learning ◽  
Learning Algorithm ◽  
Causal Structure ◽  
Rank Correlation ◽  
Noise Model ◽  
Partial Rank Correlation

Additive noise model structure learning based on rank correlation

2021 ◽  
Author(s):  
Jing Yang ◽  
Gaojin Fan ◽  
Kai Xie ◽  
Qiqi Chen ◽  
Aiguo Wang
Keyword(s):  
Additive Noise ◽  
Structure Learning ◽  
Rank Correlation ◽  
Noise Model ◽  
Model Structure

Streaming feature-based causal structure learning algorithm with symmetrical uncertainty

2018 ◽  
Vol 467 ◽  
pp. 708-724 ◽  
Author(s):  
Jing Yang ◽  
Xiaoxue Guo ◽  
Ning An ◽  
Aiguo Wang ◽  
Kui Yu
Keyword(s):  
Structure Learning ◽  
Learning Algorithm ◽  
Causal Structure ◽  
Symmetrical Uncertainty ◽  
Feature Based

An efficient causal structure learning algorithm for linear arbitrarily distributed continuous data

2018 ◽  
Vol 76 (5) ◽  
pp. 3355-3363
Author(s):  
Jing Yang ◽  
Na Li ◽  
Ning An ◽  
Yu Chen ◽  
Gil Alterovitz
Keyword(s):  
Structure Learning ◽  
Learning Algorithm ◽  
Causal Structure ◽  
Continuous Data

scholarly journals Causal imprinting in causal structure learning

2012 ◽  
Vol 65 (3) ◽  
pp. 381-413 ◽  
Author(s):  
Eric G. Taylor ◽  
Woo-kyoung Ahn
Keyword(s):  
Structure Learning ◽  
Causal Structure

Note on Use of phi as a Simplified Partial Rank Correlation Coefficient

1966 ◽  
Vol 18 (3) ◽  
pp. 973-974 ◽  
Author(s):  
Richard W. Johnson
Keyword(s):  
Correlation Coefficient ◽  
Rank Correlation ◽  
Partial Rank Correlation

Use of phi as a simplified partial rank correlation coefficient is described and illustrated.

Partial Rank Correlation

Biometrika ◽  
1942 ◽  
Vol 32 (3/4) ◽  
pp. 277 ◽  
Author(s):  
M. G. Kendall
Keyword(s):  
Rank Correlation ◽  
Partial Rank Correlation

scholarly journals Causal structure learning over time: Observations and interventions

2012 ◽  
Vol 64 (1-2) ◽  
pp. 93-125 ◽  
Author(s):  
Benjamin M. Rottman ◽  
Frank C. Keil
Keyword(s):  
Structure Learning ◽  
Causal Structure ◽  
Over Time
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